diff --git a/NEWS.md b/NEWS.md new file mode 100644 index 000000000..822f14817 --- /dev/null +++ b/NEWS.md @@ -0,0 +1,5 @@ +# v4 Breaking changes + +The main change in this breaking release has been the way mini-batching is handled. The data argument in the solve call and the implicit iteration of that in the callback has been removed, +the stochastic solvers (Optimisers.jl and Sophia) now handle it explicitly. You would now pass in a DataLoader to OptimziationProblem as the second argument to the objective etc (p) if you +want to do minibatching, else for full batch just pass in the full data.